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This article explores how machine learning is revolutionizing online Rummy in India. Machine learning algorithms have introduced ground-breaking advancements in the online gaming industry, and Rummy, a popular card game in India, is no exception. With the integration of machine learning techniques, online Rummy platforms have witnessed a remarkable transformation, enhancing player experiences, ensuring fair play, enabling smart matchmaking, and providing predictive analytics for an enhanced gameplay experience.